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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 | |
| Speech Processing | 3 | 8 | Jun 30, 2026 | |
| Policy Customization | 3 | 1 | Feb 18, 2026 | |
| Lightweight Image Super-Resolution | 3 | 1 | Feb 18, 2026 | |
| Traffic Matrix Prediction | 3 | 1 | Feb 21, 2026 | |
| Grade School Math Word Problems | 3 | 10 | Jun 5, 2026 | |
| Emotion Transfer | 3 | 4 | Mar 11, 2026 | |
| Random Data Unlearning | 3 | 1 | Feb 21, 2026 | |
| Rare disease identification | 3 | 2 | Feb 18, 2026 |
| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Near Out-of-Distribution Detection | 3 | 2 | Apr 14, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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| Spatiotemporal Reconstruction | 3 | 1 | Feb 21, 2026 |
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| Dialogue Retrieval | 3 | 1 | Feb 18, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| Knowledge Injection | 3 | 2 | May 19, 2026 |
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| NDVI Reconstruction | 3 | 1 | Feb 21, 2026 |
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| Sequential Data Imputation | 3 | 1 | Feb 18, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Neuron Explanation | 3 | 1 | Feb 18, 2026 |
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| Infrared Image Classification | 3 | 5 | May 19, 2026 |
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| Multi-modal Joint Retrieval | 3 | 1 | Feb 18, 2026 |
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| Power Converter Topology Generation | 3 | 1 | Feb 21, 2026 |
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| Drag Reduction Optimization | 3 | 1 | Feb 21, 2026 |
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